DocumentCode :
2168224
Title :
A decision-tree based controler approach for Gas production control of an anaerobic digestion process
Author :
Heinemann, Elmar ; Wenzel, André
Author_Institution :
Fac. of Electr. Eng., Univ. of Appl. Sci. Schmalkalden, Schmalkalden, Germany
Volume :
1
fYear :
2010
fDate :
26-28 Feb. 2010
Firstpage :
384
Lastpage :
387
Abstract :
This paper deals with the development of a new approach to control the gas production rate of an anaerobic digestion process as part of a wastewater treatment plant. The developed controller based on a decision tree classifier that uses two special derived features. To verify the capability of the new controller approach is an anaerobic digestion model, the ADM1, used. With the anaerobic digestion model is the capability of the new tree based approach compared with a classical PI-controller approach. The comparison makes the advantage of the new approach obvious.
Keywords :
decision trees; pattern classification; wastewater treatment; ADM1; PI-controller approach; anaerobic digestion process; decision tree based controller approach; decision tree classifier; gas production control; wastewater treatment plant; Automatic control; Classification tree analysis; Cogeneration; Decision trees; Feeds; Heat treatment; Production control; Stability; Temperature control; Wastewater treatment; ADM1; anaerobic digestion; decision tree classifier;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer and Automation Engineering (ICCAE), 2010 The 2nd International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-5585-0
Electronic_ISBN :
978-1-4244-5586-7
Type :
conf
DOI :
10.1109/ICCAE.2010.5451930
Filename :
5451930
Link To Document :
بازگشت